Story TSF Portfolio Newsletter Inner Circle
Investor · Builder · Mentor

I've failed more than
most people have tried.

15 years in Indian markets. Building an AI platform that analyzes 1319+ companies in real-time. Former data engineering instructor. Now sharing everything I know.

Vicky Roy
15
Years in
Markets
1,319+
Companies
Tracked by TSF
30K+
Students
Trained Globally
11
Years in
Global FinTech

I started investing in 2010 with zero edge and maximum overconfidence. I chased tips from WhatsApp groups. I bet on charts without understanding the business behind them. I got emotional — held losers too long, sold winners too early. I lost money in ways that still sting.

But I kept going. Because the alternative — handing my money to someone who cared less about it than I did — was worse. Over 15 years, through every cycle, every crash, every rally, I built a system. Not a formula. A way of thinking.

Parallel to my investing journey, I spent 11 years in global FinTech — working across Private Credit and Private Equity with funds in the US, UK, and Europe. I've seen how institutional money thinks. I'm 5x Microsoft Certified, and along the way I taught data engineering and SQL to 30K+ students on leading e-learning platforms.

"I'm building TSF because the tools I need don't exist. So I'm making them — for every Indian investor."

And yes, I'm an ultramarathoner. Not because it's a talking point — because investing IS an endurance sport. The people who win are the ones who are still here in year 10, year 15, year 20. Discipline compounds. Patience compounds. Everything else is noise.

The Stock Filter

AI-Powered Earnings Intelligence for 1,319+ Indian Companies

2,368+
Concall snapshots
analyzed
1,319+
Indian companies
tracked
Every Quarter
Every call. Every company.
Automatically.

Every quarter, thousands of Indian companies hold earnings calls. Most retail investors can't attend. Those who do, struggle to process the information fast enough. TSF delivers AI-analyzed summaries, full transcripts, and audio playback — all free on the platform.

Explore TSF → View Plans

Quality Over Everything

Sustainable competitive advantages. Strong management. Consistent track records. I don't speculate. Every position is built on deep understanding of the business.

Radical Transparency

I show my actual portfolio to Inner Circle members. Every holding, every entry, every exit, every mistake. If I'm not willing to show it, I'm not willing to teach it.

Systems Over Tips

I don't tell you what to buy. I teach you how to think. How to read a business. How to listen to management. How to build conviction that lets you sleep at night.

Endurance Mindset

Markets are an ultramarathon. The people who compound wealth are the ones who stay the course through every cycle. Patience is the ultimate alpha.

Weekly Intelligence

Every week, I distill the most important insights from 1,319+ Indian companies. Market patterns, sector trends, and the analysis that matters — delivered to your inbox.

Learn How I Think. See What I Do.

The Inner Circle — where transparency meets mentorship. Limited to 50 members.

What Inner Circle Members Get:

Vicky's LIVE portfolio — every holding, entry, exit with complete reasoning
365 days of daily insights via private community
Monthly 3-hour deep-dive webinars covering sectors, industries, methodology
Priority Q&A — ask about any company, sector, or investment decision
Business analysis frameworks you'll use for life
Cover 12 Macro Sectors, 22 Sectors, 59 Industries, 197 Basic Industries
Quarterly mentorship sessions — learn to read businesses like an insider
Early access to every new TSF feature + priority feature requests
By Application Only — Limited to 50 Members

This is not investment advice. This is not a tip service. This is education, transparency, and learning from someone who puts real money on the line every day.

From my data engineering courses

★★★★★

"Excellent course, the teacher explains very well on all topics."

Steven Gerardo A.
★★★★★

"Very educative and interactive"

Lawrence O.
★★★★★

"Excellent explanation"

Dosi Narayana R.
★★★★☆

"Way of explanation and friendly teaching is good"

Panil Kumar R.

Let's Talk